PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.

Project Site

svn.python.org

Test Created

6 December 2010

Last Updated

17 January 2019

Test Maintainer

Michael Larabel

Test Type

System

Average Install Time

2 Seconds

Average Run Time

2 Minutes, 52 Seconds

Test Dependencies

Python

Accolades

200k+ Downloads + 10k+ Public Benchmark Results

Supported Platforms

* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 3 December 2023.

Revision History

pts/pybench-1.1.3 [View Source] Thu, 17 Jan 2019 10:20:52 GMT
Windows test profile update for latest Python.

pts/pybench-1.1.2 [View Source] Wed, 07 Mar 2018 11:49:45 GMT
Explicitly use the default Python 3 path on Windows to avoid python2 being picked up which no longer works with this test code.

pts/pybench-1.1.1 [View Source] Fri, 02 Mar 2018 15:28:39 GMT
Windows support was refreshingly easy...

pts/pybench-1.1.0 [View Source] Sun, 18 Feb 2018 15:46:36 GMT
Update PyBench to a Python3 port

pts/pybench-1.0.1 [View Source] Thu, 15 Feb 2018 15:07:12 GMT
Be explicit about python2, don't use generic python call as this test will break when python is python3.

pts/pybench-1.0.0 [View Source] Mon, 06 Dec 2010 15:19:25 GMT
Initial import into OpenBenchmarking.org

Suites Using This Test

Server CPU Tests

Python

Single-Threaded

Programmer / Developer System Benchmarks

Performance Metrics

Analyze Test Configuration:

PyBench 2018-02-16

Total For Average Test Times

OpenBenchmarking.org metrics for this test profile configuration based on 7,949 public results since 18 February 2018 with the latest data as of 4 December 2023.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component

Percentile Rank

# Compatible Public Results

Milliseconds (Average)

Intel Core i9-14900K

100th

379 ^{+/- 4}

Intel Core i5-14600K

100th

434 ^{+/- 9}

Intel Core i9-13900K

100th

447 ^{+/- 35}

Intel Core i5-12600

99th

495 ^{+/- 4}

Intel Core i7-12700H

99th

501 ^{+/- 34}

Intel Core i5-13600K

99th

513 ^{+/- 21}

Intel Core i5-12600K

98th

535 ^{+/- 8}

AMD Ryzen 7 7840U

97th

556 ^{+/- 17}

Intel Core i9-12900H

97th

560 ^{+/- 22}

AMD Ryzen 5 7600X 6-Core

97th

565 ^{+/- 30}

AMD Ryzen 9 7900X 12-Core

97th

566 ^{+/- 36}

AMD Ryzen 7 7700X 8-Core

97th

575 ^{+/- 39}

AMD Ryzen Z1 Extreme

97th

577 ^{+/- 50}

Intel Core i5-13400

97th

578 ^{+/- 1}

AMD Ryzen Threadripper 7970X 32-Cores

97th

583 ^{+/- 4}

AMD Ryzen 7 7700 8-Core

97th

585 ^{+/- 27}

AMD Ryzen 9 7950X 16-Core

97th

588 ^{+/- 62}

Intel Core i5-12400

96th

589 ^{+/- 9}

AMD Ryzen 7 PRO 7840U

95th

605 ^{+/- 64}

AMD Ryzen 9 7950X3D 16-Core

95th

609 ^{+/- 61}

AMD Ryzen 7 7800X3D 8-Core

95th

613 ^{+/- 40}

Intel Xeon Platinum 8480

95th

619 ^{+/- 41}

AMD Ryzen 9 7900X3D 12-Core

95th

620 ^{+/- 65}

AMD Ryzen 9 7900 12-Core

95th

629 ^{+/- 77}

Intel Xeon Gold 6421N

95th

635 ^{+/- 4}

AMD Ryzen 5 7600 6-Core

95th

641 ^{+/- 66}

Intel Xeon Max 9480

94th

660 ^{+/- 6}

Intel Core i7-11700K

94th

682 ^{+/- 21}

Intel Core i9-11900K

93rd

689 ^{+/- 71}

Intel Core i5-11600K

93rd

697 ^{+/- 15}

Intel Xeon E-2388G

93rd

705 ^{+/- 58}

Intel Xeon E-2336

93rd

707 ^{+/- 3}

Intel Core i7-11700B

92nd

721 ^{+/- 5}

2 x Intel Xeon Max 9480

92nd

724 ^{+/- 81}

2 x AMD EPYC 9374F 32-Core

91st

736 ^{+/- 3}

AMD Ryzen 7 PRO 6850U

91st

740 ^{+/- 77}

AMD EPYC 9374F 32-Core

91st

740 ^{+/- 5}

AMD Ryzen 7 5700G

89th

760 ^{+/- 12}

AMD Ryzen 7 5800X 8-Core

89th

761 ^{+/- 53}

AMD Ryzen 7 5800X3D 8-Core

89th

761 ^{+/- 47}

2 x Intel Xeon Platinum 8490H

89th

765 ^{+/- 47}

Intel Xeon Platinum 8490H

89th

766 ^{+/- 6}

AMD Ryzen 9 5900X 12-Core

89th

766 ^{+/- 105}

AMD Ryzen 5 5600X 6-Core

88th

769 ^{+/- 55}

AMD Ryzen 9 5900HX

88th

774 ^{+/- 12}

AMD Ryzen 9 5950X 16-Core

88th

113

778 ^{+/- 112}

Intel Celeron G6900

87th

797 ^{+/- 56}

AMD Ryzen 7 5800U

86th

826 ^{+/- 38}

AMD Ryzen 5 5500

86th

826 ^{+/- 5}

Intel Core i9-10850K

86th

833 ^{+/- 105}

Apple M2

85th

840 ^{+/- 3}

2 x AMD EPYC 72F3 8-Core

85th

844 ^{+/- 21}

2 x AMD EPYC 9554 64-Core

85th

845 ^{+/- 1}

AMD Ryzen 7 3800XT 8-Core

84th

847 ^{+/- 38}

AMD EPYC 9554 64-Core

84th

849

AMD EPYC 75F3 32-Core

84th

855 ^{+/- 21}

2 x AMD EPYC 73F3 16-Core

84th

857 ^{+/- 19}

AMD EPYC 9654 96-Core

84th

859 ^{+/- 5}

AMD EPYC 73F3 16-Core

84th

859 ^{+/- 18}

Intel Core i5-10600K

83rd

862 ^{+/- 102}

2 x AMD EPYC 9654 96-Core

83rd

863 ^{+/- 70}

2 x AMD EPYC 74F3 24-Core

83rd

867 ^{+/- 16}

AMD EPYC 72F3 8-Core

83rd

870 ^{+/- 84}

2 x AMD EPYC 75F3 32-Core

83rd

872 ^{+/- 39}

AMD EPYC 74F3 24-Core

83rd

872 ^{+/- 17}

AMD Ryzen 9 3900XT 12-Core

81st

897 ^{+/- 27}

AMD Ryzen 7 PRO 5850U

81st

898 ^{+/- 124}

Intel Core i9-9900K

81st

899 ^{+/- 134}

Intel Core i7-8086K

81st

899 ^{+/- 112}

AMD Ryzen 5 5600G

80th

909 ^{+/- 119}

Intel Core i7-1185G7

80th

916 ^{+/- 127}

Intel Core i7-7740K

79th

920 ^{+/- 27}

Intel Core i5-1135G7

79th

923 ^{+/- 127}

AMD Ryzen 5 PRO 4650G

79th

927 ^{+/- 7}

Intel Core i7-7900X

78th

929 ^{+/- 26}

AMD Ryzen 3 3300X 4-Core

78th

932 ^{+/- 27}

Intel Core i3-10100

78th

935 ^{+/- 33}

AMD Ryzen 7 3800X 8-Core

78th

937 ^{+/- 114}

Intel Xeon E-2288G

78th

940 ^{+/- 122}

2 x AMD EPYC 7513 32-Core

78th

940 ^{+/- 19}

2 x AMD EPYC 7713 64-Core

78th

940 ^{+/- 25}

AMD EPYC 7543 32-Core

78th

940 ^{+/- 17}

Intel Core i7-1065G7

78th

941 ^{+/- 107}

AMD Ryzen 7 5800H

77th

944 ^{+/- 124}

AMD EPYC 7713 64-Core

76th

958 ^{+/- 38}

Intel Core i7-7700K

76th

959 ^{+/- 132}

Mid-Tier

75th

> 960

2 x Intel Xeon Gold 6346

75th

961 ^{+/- 11}

Intel Xeon Gold 6346

75th

962 ^{+/- 11}

2 x Intel Xeon Platinum 8362

74th

972 ^{+/- 13}

Intel Xeon Platinum 8362

74th

974 ^{+/- 16}

AMD Ryzen 5 3600X 6-Core

74th

976 ^{+/- 61}

AMD Ryzen 9 3950X 16-Core

74th

977 ^{+/- 132}

AMD Ryzen 5 3500X 6-Core

73rd

985 ^{+/- 11}

AMD Ryzen 9 3900X 12-Core

73rd

985 ^{+/- 120}

Intel Xeon E3-1275 v6

72nd

989 ^{+/- 31}

2 x Intel Xeon Gold 6342

72nd

990 ^{+/- 13}

Intel Xeon Gold 6342

72nd

990 ^{+/- 14}

Intel Pentium Gold G6400

72nd

991 ^{+/- 34}

AMD EPYC 7763 64-Core

72nd

994 ^{+/- 26}

2 x AMD EPYC 7663 56-Core

72nd

995 ^{+/- 20}

AMD EPYC 7663 56-Core

72nd

996 ^{+/- 29}

AMD Ryzen Threadripper 3990X 64-Core

71st

1000 ^{+/- 128}

AMD Ryzen 5 3600 6-Core

71st

1004 ^{+/- 84}

AMD Ryzen Threadripper PRO 3975WX 32-Cores

71st

1005 ^{+/- 99}

AMD EPYC 7773X 64-Core

71st

1008 ^{+/- 9}

2 x AMD EPYC 7F52 16-Core

71st

1009 ^{+/- 11}

AMD Ryzen 7 4700U

70th

1011 ^{+/- 90}

2 x AMD EPYC 7763 64-Core

70th

1013 ^{+/- 58}

AMD EPYC 7F32 8-Core

70th

1014 ^{+/- 13}

Intel Core i5-7600K

70th

1014 ^{+/- 83}

2 x AMD EPYC 7313 16-Core

70th

1014 ^{+/- 119}

Intel Xeon W-2295

70th

1014 ^{+/- 67}

Intel Core i9-7960X

69th

1017 ^{+/- 115}

Intel Core i7-8700K

69th

1021 ^{+/- 141}

Intel Xeon E3-1260L v5

69th

1023 ^{+/- 4}

Intel Xeon Platinum 8380

69th

1024 ^{+/- 15}

Intel Xeon E-2278G

68th

1026

Intel Core i7-4790K

68th

1028 ^{+/- 148}

AMD Ryzen 3 3100 4-Core

68th

1036 ^{+/- 35}

Intel Core i5-9400F

68th

1037 ^{+/- 59}

Intel Xeon E3-1245 v5

67th

1039 ^{+/- 28}

AMD EPYC 7313P 16-Core

67th

1049 ^{+/- 72}

AMD Ryzen 5 5500U

67th

1050 ^{+/- 154}

2 x AMD EPYC 7F72 24-Core

67th

1055 ^{+/- 12}

AMD Ryzen Threadripper 3960X 24-Core

67th

1056 ^{+/- 153}

Intel Core i7-8809G

66th

1057 ^{+/- 3}

2 x Intel Xeon Platinum 8380

66th

1066 ^{+/- 82}

AMD EPYC 7F72 24-Core

66th

1070 ^{+/- 13}

Intel Core i7-8700

66th

1070 ^{+/- 159}

Intel Core i7-10810U

65th

1079 ^{+/- 43}

Intel Core i7-8650U

64th

1086 ^{+/- 114}

Intel Core i5-8600

63rd

1090 ^{+/- 83}

Intel Xeon Gold 6258R

63rd

1094 ^{+/- 12}

Intel Core i5-1035G1

63rd

1097 ^{+/- 116}

2 x Intel Xeon Platinum 8280

63rd

1100 ^{+/- 103}

2 x Intel Xeon Gold 5220R

62nd

1111 ^{+/- 24}

Intel Core i7-8850H

62nd

1115 ^{+/- 85}

Intel Xeon Gold 5218

61st

1118 ^{+/- 10}

Intel Xeon Gold 5220R

61st

1123 ^{+/- 9}

Intel Xeon Gold 6226R

60th

1134 ^{+/- 24}

2 x Intel Xeon Gold 6254

60th

1139 ^{+/- 2}

AMD Custom APU 0405

59th

1146 ^{+/- 74}

Intel Celeron G5900

58th

1154 ^{+/- 23}

Intel Xeon Gold 6136

58th

1162 ^{+/- 1}

AMD Ryzen 5 2600X Six-Core

58th

1162 ^{+/- 67}

AMD EPYC 7262 8-Core

58th

1163 ^{+/- 26}

Intel Core i5-6500

58th

1164 ^{+/- 99}

AMD Ryzen Threadripper 1900X 8-Core

58th

1165 ^{+/- 43}

Intel Core i3-7100

58th

1166 ^{+/- 146}

AMD EPYC 7702 64-Core

56th

1179 ^{+/- 11}

Intel Xeon Gold 5217

56th

1179 ^{+/- 13}

AMD EPYC 7502P 32-Core

56th

1179 ^{+/- 14}

AMD EPYC 7452 32-Core

56th

1181 ^{+/- 18}

AMD EPYC 7742 64-Core

56th

1182 ^{+/- 21}

2 x Intel Xeon Platinum 8272CL

56th

1184 ^{+/- 2}

Intel Core i7-7700

55th

1190 ^{+/- 176}

AMD EPYC 7552 48-Core

55th

1194 ^{+/- 15}

Intel Core i5-10210U

55th

1194 ^{+/- 105}

AMD EPYC 7532 32-Core

54th

1197 ^{+/- 16}

Intel Core i3-6100

54th

1198 ^{+/- 121}

2 x Intel Xeon Gold 6248R

54th

1198 ^{+/- 47}

AMD EPYC 7662 64-Core

54th

1199 ^{+/- 13}

AMD Ryzen Threadripper 2920X 12-Core

54th

1199 ^{+/- 101}

Intel Core i5-8600K

54th

1206 ^{+/- 2}

AMD EPYC 7502 32-Core

53rd

1208 ^{+/- 14}

2 x AMD EPYC 7402 24-Core

53rd

1211

AMD EPYC 7302 16-Core

52nd

1216 ^{+/- 12}

AMD EPYC 7642 48-Core

52nd

1221 ^{+/- 32}

Intel Core i5-7400

52nd

1223 ^{+/- 2}

AMD EPYC 7272 12-Core

51st

1225 ^{+/- 20}

Intel Pentium G4400

51st

1229 ^{+/- 28}

AMD EPYC 7282 16-Core

51st

1231 ^{+/- 15}

Intel Core i7-8700B

51st

1235 ^{+/- 142}

AMD EPYC 7232P 8-Core

51st

1236 ^{+/- 21}

Median

50th

1238

Intel Core i7-4790

50th

1241 ^{+/- 141}

2 x AMD EPYC 7742 64-Core

50th

1243 ^{+/- 153}

2 x AMD EPYC 7502 32-Core

50th

1244 ^{+/- 73}

2 x Intel Xeon Platinum 8259L

50th

1252 ^{+/- 1}

AMD Ryzen 5 2600 Six-Core

49th

1256 ^{+/- 125}

Intel Core i7-4770K

49th

1257 ^{+/- 84}

AMD EPYC 7352 24-Core

49th

1261 ^{+/- 5}

AMD Ryzen 7 1800X Eight-Core

48th

1282 ^{+/- 186}

Intel Core i7-6700

47th

1295 ^{+/- 178}

Intel Xeon E5-2687W v3

47th

1299 ^{+/- 42}

Intel Core i7-8559U

47th

1306 ^{+/- 191}

AMD Ryzen 7 2700 Eight-Core

47th

1307 ^{+/- 188}

Intel Xeon E5-1680 v3

46th

1310 ^{+/- 174}

Ampere Altra ARMv8 Neoverse-N1 160-Core

46th

1315 ^{+/- 44}

Intel Core i7-9850H

46th

1317 ^{+/- 13}

Intel Xeon Silver 4216

46th

1322 ^{+/- 72}

Intel Core i3-8100

46th

1322 ^{+/- 125}

Intel Core i3-4130

45th

1328 ^{+/- 43}

Intel Xeon E3-1235L v5

45th

1330 ^{+/- 7}

Intel Core i5-4690K

45th

1333 ^{+/- 198}

Intel Xeon Silver 4108

44th

1348 ^{+/- 33}

Intel Core i7-5775C

44th

1354 ^{+/- 179}

AMD Ryzen 7 2700U

44th

1365 ^{+/- 109}

AMD Ryzen 5 3500U

44th

1367 ^{+/- 84}

2 x Intel Xeon Platinum 8252C

43rd

1378 ^{+/- 3}

Intel Core i5-3550

43rd

1381 ^{+/- 3}

Intel Core i7-6700K

42nd

1404 ^{+/- 36}

Intel Core i5-3570K

42nd

1411 ^{+/- 189}

Intel Core i5-8250U

41st

1421 ^{+/- 135}

Intel Core i7-10610U

41st

1430 ^{+/- 148}

Intel Core i5-6500T

41st

1431 ^{+/- 71}

AMD Athlon 3000G

40th

1440 ^{+/- 174}

Intel Core i7-3770K

40th

1449 ^{+/- 144}

2 x Intel Xeon Gold 6140

40th

1460 ^{+/- 7}

Intel Core i5-4300M

40th

1461 ^{+/- 166}

Intel Core i5-4430

39th

1471 ^{+/- 3}

2 x Intel Xeon Gold 6130

39th

1476 ^{+/- 102}

Intel Core i7-5820K

38th

1480 ^{+/- 150}

Intel Core i5-7200U

38th

1492 ^{+/- 166}

Intel Xeon W-2123

38th

1494 ^{+/- 3}

2 x Intel Xeon Gold 6142

38th

1494 ^{+/- 16}

Intel Core i5-2500S

38th

1501 ^{+/- 22}

Intel Core i5-6260U

38th

1503 ^{+/- 58}

Intel Core i5-6200U

37th

1520 ^{+/- 120}

Intel Core i3-8100T

37th

1529 ^{+/- 77}

AMD Ryzen 7 1700 Eight-Core

37th

1535 ^{+/- 178}

Intel Core i7-4600U

36th

1544 ^{+/- 194}

AMD Ryzen Threadripper 1950X 16-Core

35th

1565 ^{+/- 172}

2 x AMD EPYC 7601 32-Core

35th

1589 ^{+/- 214}

Intel Core i5-2500K

34th

1612 ^{+/- 220}

Intel Core i7-4558U

34th

1613 ^{+/- 187}

AMD EPYC 7251 8-Core

33rd

1622 ^{+/- 58}

Intel Core i7-5960X

33rd

1634 ^{+/- 200}

Intel Core i7-2700K

32nd

1658 ^{+/- 179}

Intel Core i7-5600U

32nd

1665 ^{+/- 196}

ARMv8 Cortex-A76 4-Core

32nd

1688 ^{+/- 225}

Intel Core m3-7Y30

31st

1715 ^{+/- 173}

Intel Core i3-2120

31st

1719 ^{+/- 30}

Intel Core i7-3770

31st

1729 ^{+/- 204}

Intel Core i5-5300U

31st

1729 ^{+/- 214}

AMD A10-7870K Radeon R7 12 Compute Cores 4C

30th

1730 ^{+/- 87}

Intel Core i5-5200U

30th

1743 ^{+/- 124}

AMD FX-8370E Eight-Core

30th

1748 ^{+/- 64}

Loongson-3A6000

30th

1749 ^{+/- 83}

Intel Core i7-2600

29th

1773 ^{+/- 167}

Rockchip ARMv8 Cortex-A76 6-Core

29th

1774 ^{+/- 17}

Intel Core i5-3427U

29th

1774 ^{+/- 70}

AMD A10-7850K APU

28th

1813 ^{+/- 78}

AMD FX-6300 Six-Core

28th

1830 ^{+/- 78}

Intel Core i5-4210U

27th

1861 ^{+/- 215}

2 x Intel Xeon Silver 4208

27th

1878 ^{+/- 3}

AMD A12-9720P RADEON R7 12 COMPUTE CORES 4C

27th

1895 ^{+/- 38}

Rockchip ARMv8 Cortex-A76 4-Core

26th

1917 ^{+/- 11}

AMD FX-8150 Eight-Core

26th

1935 ^{+/- 9}

2 x Intel Xeon Silver 4214

26th

1959 ^{+/- 199}

Low-Tier

25th

> 1966

Intel Core i7 990X

24th

2054 ^{+/- 244}

Intel Core i5-2410M

24th

2058 ^{+/- 142}

Intel Pentium Silver J5005

23rd

2112 ^{+/- 71}

Intel Core 2 Duo E8500

23rd

2129 ^{+/- 11}

Intel Core i7-3630QM

23rd

2149 ^{+/- 4}

Intel Core i7 920

22nd

2211 ^{+/- 5}

Intel Core i5-2520M

22nd

2223 ^{+/- 201}

2 x AMD Opteron 6386 SE

21st

2263 ^{+/- 6}

AMD FX-8350 Eight-Core

21st

2293 ^{+/- 236}

AMD Phenom II X6 1055T

21st

2364 ^{+/- 302}

Intel Core i3-3120M

20th

2369 ^{+/- 312}

Intel Core m3-6Y30

20th

2402 ^{+/- 183}

Intel Core 2 Duo E7500

20th

2445 ^{+/- 353}

Intel Celeron N4000

20th

2472 ^{+/- 44}

Intel Core i3-5010U

20th

2519 ^{+/- 349}

Intel Xeon E5-2609 v4

19th

2600 ^{+/- 63}

Intel Core 2 Duo T7700

19th

2605 ^{+/- 214}

Intel Core i3-3110M

19th

2620 ^{+/- 335}

Intel Xeon E3-12xx v2

19th

2620 ^{+/- 5}

Loongson-3A5000LL

17th

2834 ^{+/- 26}

2 x Intel Xeon E5-2403 v2

17th

2923 ^{+/- 5}

ZHAOXIN KaiXian KX-6640MA

15th

3377 ^{+/- 64}

Intel Celeron N3350

15th

3497 ^{+/- 426}

Intel Core 2 Quad Q6600

15th

3515 ^{+/- 231}

Intel Core 2 Duo T7100

15th

3534 ^{+/- 11}

Intel Pentium N4200

14th

3789 ^{+/- 369}

Intel Celeron J3455

13th

3918 ^{+/- 355}

Intel Core 2 Duo P7350

13th

3995 ^{+/- 483}

ARMv8 Cortex-A72 2-Core

13th

4025 ^{+/- 426}

ARMv8 Cortex-A73 8-Core

13th

4143 ^{+/- 427}

ARMv8 Cortex-A72 16-Core

12th

4348 ^{+/- 461}

ARMv8 Cortex-A57 6-Core

11th

4566 ^{+/- 30}

Intel Celeron N2830

11th

4798 ^{+/- 140}

ARMv7 Cortex-A72 4-Core

11th

4808 ^{+/- 638}

ARMv8 rev 3 6-Core

11th

4859 ^{+/- 515}

POWER9 altivec supported 64-Core

11th

4859 ^{+/- 6}

AMD A6-3410MX APU

10th

4953 ^{+/- 40}

ARMv7 rev 3 4-Core

10th

5088 ^{+/- 416}

ARMv8 Cortex-A72 6-Core

10th

5107 ^{+/- 293}

ARMVv8 Cortex-A73 6-Core

10th

5185 ^{+/- 262}

Intel Celeron N3150

7th

6132 ^{+/- 680}

AMD E1-1500 APU

7th

6280 ^{+/- 12}

ARMv7 4-Core

7th

6614 ^{+/- 747}

ARMv8 Cortex-A57 4-Core

6th

6749 ^{+/- 158}

ARMv8 rev 1 4-Core

6th

6862 ^{+/- 301}

Intel Core i5 460M

6th

6931 ^{+/- 302}

Intel Atom x5-Z8350

6th

7000 ^{+/- 700}

ARMv7 rev 1 4-Core

5th

9157 ^{+/- 1325}

Rockchip ARMv8 Cortex-A53 4-Core

3rd

14791 ^{+/- 1370}

ARMv7 rev 4 4-Core

2nd

20726 ^{+/- 2999}

ARMv7 Cortex-A7 4-Core

2nd

21459 ^{+/- 2343}

Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) has an average run-time of 4 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture

Kernel Identifier

Verified On

Intel / AMD x86 64-bit

x86_64

(Many Processors)

RISC-V 64-bit

riscv64

SiFive RISC-V, SiFive U740, rv64imafdc, rv64imafdcsu, rv64imafdcvsu

IBM POWER (PowerPC) 64-bit

ppc64le

POWER8, POWER9 16-Core, POWER9 22-Core, POWER9 4-Core, POWER9 44-Core, POWER9 8-Core, POWER9 80-Core, POWER9 altivec supported 144-Core, POWER9 altivec supported 160-Core, POWER9 altivec supported 176-Core, POWER9 altivec supported 32-Core, POWER9 altivec supported 44-Core, POWER9 altivec supported 64-Core, POWER9 altivec supported 88-Core, POWER9 altivec supported 96-Core

IBM POWER (PowerPC) 64-bit

ppc64

POWER7, POWER9 4-Core, PPC970MP

IBM POWER (PowerPC)

ppc

7447A altivec supported

MIPS 64-bit

mips64

Loongson-2K V0.3 FPU V0.1, Loongson-3A R4, Loongson-3A3000 V0.9 FPU V0.1

MIPS

mips

Baikal-T1 1.2 GHz MIPS P5600 V3.0 FPU V2.0, MIPS P5600 V3.0 FPU V2.0

Loongson LoongArch 64-bit

loongarch64

Loongson-3A5000, Loongson-3A5000-HV, Loongson-3A5000-HV-7A2000-1w-EVB-V1.0, Loongson-3A5000LL, Loongson-3A5000M, Loongson-3A6000, Loongson-3A6000-HV

Intel / AMD x86 32-bit

i686

(Many Processors)

ARMv7 32-bit

armv7l

ARMv7 4-Core, ARMv7 Cortex-A15 8-Core, ARMv7 Cortex-A53 4-Core, ARMv7 Cortex-A7 4-Core, ARMv7 Cortex-A72, ARMv7 Cortex-A72 4-Core, ARMv7 rev 0 2-Core, ARMv7 rev 0 4-Core, ARMv7 rev 1 4-Core, ARMv7 rev 10 2-Core, ARMv7 rev 10 4-Core, ARMv7 rev 2, ARMv7 rev 2 4-Core, ARMv7 rev 3 3-Core, ARMv7 rev 3 4-Core, ARMv7 rev 3 8-Core, ARMv7 rev 4 4-Core, ARMv7 rev 5 3-Core, ARMv7 rev 5 4-Core, ARMv7 rev 5 8-Core

ARMv6 32-bit

armv6l

ARMv6-compatible rev 7, ARMv7

ARMv8 64-bit

arm64

Apple, Apple M1, Apple M1 Max, Apple M1 Pro, Apple M2, Apple M2 Max

Arm

arm

ARM Cortex-A7 r0p5

ARMv8 64-bit

aarch64

AArch64 rev 1, AArch64 rev 12, AArch64 rev 14, AArch64 rev 2, AArch64 rev 4, ARMVv8 Cortex-A53 4-Core, ARMVv8 Cortex-A73 6-Core, ARMv8, ARMv8 Cortex-A53 2-Core, ARMv8 Cortex-A53 24-Core, ARMv8 Cortex-A53 3-Core, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A53 8-Core, ARMv8 Cortex-A55 4-Core, ARMv8 Cortex-A57, ARMv8 Cortex-A57 4-Core, ARMv8 Cortex-A57 6-Core, ARMv8 Cortex-A57 8-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 16-Core, ARMv8 Cortex-A72 2-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A72 6-Core, ARMv8 Cortex-A72 8-Core, ARMv8 Cortex-A73, ARMv8 Cortex-A73 2-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A75 8-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A77 6-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 16-Core, ARMv8 Neoverse-N1 2-Core, ARMv8 Neoverse-N1 4-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-N1 80-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 4-Core, ARMv8 Neoverse-V1 64-Core, ARMv8 rev 0 6-Core, ARMv8 rev 0 8-Core, ARMv8 rev 1 4-Core, ARMv8 rev 3 4-Core, ARMv8 rev 3 6-Core, ARMv8 rev 4 8-Core, Amlogic, Amlogic ARMv8 Cortex-A53 4-Core, Ampere ARMv8 Neoverse-N1 128-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 16-Core, Ampere eMAG ARMv8 32-Core, Ampere eMAG ARMv8 4-Core, Ampere eMAG ARMv8 8-Core, Apple, Apple M1, Apple M1 Pro, Apple M2, Cavium ThunderX, FT2000AHK, HUAWEI Kunpeng 920, Phytium FT-2000, Phytium FT1500A, Phytium FT2000A 4-Core, Phytium FT2000PLUS, Rockchip, Rockchip ARMVv8 Cortex-A72 6-Core, Rockchip ARMv8 4-Core, Rockchip ARMv8 Cortex-A53 4-Core, Rockchip ARMv8 Cortex-A55 4-Core, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 4-Core, Rockchip ARMv8 Cortex-A76 6-Core, Rockchip ARMv8 Cortex-A76 8-Core, SiFive RISC-V, Snapdragon

Zorin 16 Performance 1 System - 5 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
(5.13 BIOS) On Zorin 16 1 System - 4 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
sitek_save_1 1 System - 7 Benchmark Results	Intel Xeon E3-1230 V2 - Intel 440BX - Intel 440BX Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7
OrangePi4 21 Systems - 30 Benchmark Results	ARMv8 Cortex-A55 - Khadas VIM3L - 2048MB Ubuntu 20.04 - 4.9.241 - X Server 1.20.13
OrangePi4 20 Systems - 30 Benchmark Results	ARMv8 Cortex-A53 - Hobot X3 PI - 4096MB Ubuntu 20.04 - 4.14.87 - 1.1.182
Intel Core i3-8100T Benchmarks 1 System - 30 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
Zorin 16 Benchmarks 1 System - 6 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
5.15.0-89-generic + Zorin 16 Tests 1 System - 7 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
Zorin 16 Benchmarks 1 System - 6 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
5.15.0-89-generic + Zorin 16 Tests 1 System - 30 Benchmark Results	Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4
OrangePi4 19 Systems - 30 Benchmark Results	ARMv8 Cortex-A53 - FriendlyElec NanoPi Fire3 - 1024MB Ubuntu 16.04 - 4.4.172-s5p6818 - X Server
OrangePi4 18 Systems - 30 Benchmark Results	ARMv8 Cortex-A53 - BCM2835 Raspberry Pi 3 Model B Rev 1.2 - 909MB Debian 11 - 5.10.92-v8+ - LXDE
OrangePi4 17 Systems - 30 Benchmark Results	ARMv8 Cortex-A53 - OrangePi Zero2 - 1024MB Ubuntu 22.04 - 5.16.17-sun50iw9 - GCC 11.4.0
Raspberry Pi Model 4 Benchmarks 8 Systems - 28 Benchmark Results	Rockchip ARMv8 Cortex-A53 - Firefly ROC-RK3328-CC - 2048MB Ubuntu 18.04 - 4.4.114 - X Server 1.18.4
Raspberry Pi Model 4 Benchmarks 7 Systems - 28 Benchmark Results	ARMv7 rev 3 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 4096MB Raspbian 10 - 4.19.50-v7l+ - LXDE 0.10.0

Xeon & EPYC Tests 16 Systems - 119 Benchmark Results	Intel Xeon Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1
AMD Ryzen 9 5900X python Benchmarks - Python 3 vs. Pyston 2.1 3 Systems - 14 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1
Renoir vs. Icelake Benchmarks 2 Systems - 535 Benchmark Results	AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4
Ryzen 3 3200U Distros 4 Systems - 55 Benchmark Results	AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Fedora 31 - 5.4.15-200.fc31.x86_64 - GNOME Shell 3.34.3
Ryzen 9 5900X / Ryzen 9 5950X Linux Performance 11 Systems - 217 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4
Ryzen 3600 Single/Multithreaded and RAM tests 2 Systems - 29 Benchmark Results	AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1
MickMake NanoPC-T4 20180921 (default heatsink) 1 System - 1004 Benchmark Results	SiFive RISC-V - FriendlyElec NanoPC-T4 - Rockchip RK3399 Ubuntu 18.04 - 4.4.138 - LXDE 0.9.3
Ryzen 3600 Single/Multithreaded and RAM tests 2 Systems - 29 Benchmark Results	AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1
AMD Ryzen vs. Intel Core Benchmarking On Ubuntu Linux 12 Systems - 593 Benchmark Results	AMD Ryzen 5 3600X 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2
Various ARM Linux Benchmarks - Spetember 2018 20 Systems - 43 Benchmark Results	ARMv7 rev 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE
Raspberry Pi Model 4 Benchmarks 7 Systems - 28 Benchmark Results	ARMv7 rev 3 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 4096MB Raspbian 10 - 4.19.50-v7l+ - LXDE 0.10.0
Amazon EC2 A1 ARM Graviton Linux Benchmarks 14 Systems - 36 Benchmark Results	Unknown - GIGABYTE MT91-FS1-00 v01000100 - Cavium CN99xx Red Hat Enterprise Linux 7.6 - 4.14.0-49.13.1.el7a.aarch64 - GCC 4.8.5 20150623
Core i9 10900K vs. Ryzen 9 3900X/3950X Linux Benchmarks Featured Processor Comparison	AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1
MickMake Raspberry Pi 3B 20180222 1 System - 16 Benchmark Results	ARMv7 rev 4 - BCM2835 Raspberry Pi 3 Model B Rev 1.2 - 927MB Raspbian 9.4 - 4.9.80-v7+ - X Server 1.19.2
Apple M1 vs. AMD Renoir vs. Intel Tiger Lake 4 Systems - 99 Benchmark Results	AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.10 - 5.9.1-050901-generic - GNOME Shell 3.38.1

PyBench

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PyBench 2018-02-16

Total For Average Test Times

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

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